International Journal of Fuzzy Logic and Intelligent Systems

  • 제10권1호
  • /
  • Pages.7-11
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  • 2010
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  • 1598-2645(pISSN)
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  • 2093-744X(eISSN)
한국지능시스템학회 (Korean Institute of Intelligent Systems)
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A Novel Speech/Music Discrimination Using Feature Dimensionality Reduction

  • 투고 : 2009.12.07
  • 심사 : 2010.01.15
  • 발행 : 2010.03.25
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초록

In this paper, we propose an improved speech/music discrimination method based on a feature combination and dimensionality reduction approach. To improve discrimination ability, we use a feature based on spectral duration analysis and employ the hierarchical dimensionality reduction (HDR) method to reduce the effect of correlated features. Through various kinds of experiments on speech and music, it is shown that the proposed method showed high discrimination results when compared with conventional methods.

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참고문헌

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피인용 문헌

  1. A Classification Method Using Data Reduction vol.12, pp.1, 2012, https://doi.org/10.5391/IJFIS.2012.12.1.1